"Methods for Categorizing Images" matching MCP servers:

MCP server that gives LLMs full-resolution vision by tiling images and capturing web pages before details are lost.

An Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.

An MCP server that searches the web for images, creates a numbered contact sheet for visual selection, and downloads the chosen images with provenance metadata. Works without an API key.

Audits images on any public web page to detect oversized images, compare natural vs rendered dimensions, and provide format breakdown, helping AI agents check image performance during development.

Enables users to find Shopify, WooCommerce, and BigCommerce stores selling a given product by searching Google and confirming each candidate's platform on its own homepage. Returns per-store platform evidence, payment methods, product counts, Tranco traffic rank, and contact links via an Apify actor.

TypeScript implementation of an MCP server that provides tools for web crawling, content extraction, and browser automation, enabling AI systems to access and process web content through 15 specialized tools.

Enables MCP clients to search Yellow Pages local businesses by keyword and location and retrieve full listing details such as phone, hours, services, brands, and payment methods.

Enables AI assistants to generate SEO-friendly, accessible alt text for images from public URLs or local files in 130+ languages, and to audit any web page for images that are missing or have empty alt attributes. It can also suggest alt text for the images found during an audit and report remaining API credits.

Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu (RedNote) share links, with optional AI-powered video transcription support.

Extracts product information such as price, stock, images, and sizes from e-commerce websites using stealth browsing techniques.

17 data tools for AI agents: Google Flights, Hotels, Shopping, News, Images, Videos, Jobs and Trends, Google Maps leads, Ads Transparency, YouTube transcripts, app reviews and AI visibility. Each tool runs an AutomationNation Actor on your own Apify account.

MCP server for the OpenGraph.io API -- extract OG metadata, capture screenshots, scrape pages, query sites with AI, and generate branded images with iterative refinement.

Enables AI assistants to capture screenshots of any public URL, returning images inline with page metadata. Supports full-page captures, custom wait times, and timeouts.

MCP server for scraping images from DuckDuckGo and Google Maps place photos without API key.

Enables web scraping of URLs, including extracting text, links, images, metadata, taking screenshots, and using CSS selectors for structured data extraction.

Enables image search on Google Images with size, color, and type filters, returning up to 100 results per call including source pages and full-resolution URLs.

Enables AI agents to perform Google searches and retrieve structured JSON results for 10 types including web, images, news, and shopping with live prices. Offers 1,000 free searches per month with no credit card required.

MCP server that automates a Chrome profile to sign in to Unsplash+, search Plus-only images, and download them with metadata and checksums.

An MCP server that searches Xiaohongshu (Little Red Book) for top-liked image-text notes, extracting structured data such as title, content, author, links, and images. It can be used as an MCP tool or CLI for AI workflows.

MCP server providing image analysis tools for AI agents, including metadata extraction, favicon discovery, and placeholder generation.

A powerful Model Context Protocol (MCP) server for scraping Behance.net. Extract projects, user profiles, images, and job listings from Behance's creative community without any API keys or subscriptions.

An MCP server that lets AI assistants like Claude read LinkedIn data through your own logged-in browser session. Access profiles and companies, search for jobs, or get job details.

A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.

An MCP server that lets AI assistants like Claude read LinkedIn data through your own logged-in browser session. Access profiles and companies, search for jobs, or get job details.

An MCP server for advanced web scraping with automatic JavaScript rendering support using Playwright. It enables scraping pages, extracting links and images, and capturing screenshots.

Enables AI agents to send HTTP requests to any endpoint with full control over methods, headers, query parameters, and request bodies.

Extracts images, gifs, videos, and search results from Pinterest without authentication. Supports search, pin details, board pins, related pins, autocomplete, and media downloads.

A powerful web scraping MCP server built on Scrapy and FastMCP that supports multiple scraping methods (HTTP, Scrapy, browser automation), anti-detection techniques, form handling, and concurrent crawling. Designed for commercial environments with enterprise-grade features like intelligent retry mechanisms, performance monitoring, and configurable data extraction.

Enables the retrieval of subtitles, danmaku (bullet comments), and video comments from Bilibili using standard or short video URLs. It supports multiple transport methods and requires Bilibili authentication via SESSDATA.

A Model Context Protocol server that converts diverse file types, including PDFs, images, audio, and Office documents, into Markdown format. It also transforms web content like YouTube transcripts and Bing search results into readable text for model consumption.